Alejandro's repositories
torchfitter
Simple lightweight trainer to optimise PyTorch models.
Data-Structures-Algorithms
This repository provides implementations of popular algorithms and abstract data types using JAVA.
backtesting.py
:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.
build-your-own-x
🤓 Build your own (insert technology here)
coding-interview-university
A complete computer science study plan to become a software engineer.
Data-Learning
This repository provides the code for the subject Data Learning, which forms part of the course Big Data and Social Media taught in HU Utrecht, translated into Python.
DS-Career-Resources
Compilation of resources and insights that helped me on my journey to data scientist
factor_analyzer
A Python module to perform exploratory factor analysis.
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
NeuralNetwork
Simple feedforward Neural Network.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Python-for-Signal-Processing
Notebooks for "Python for Signal Processing" book
pytorch-optimizer
torch-optimizer -- collection of optimizers for Pytorch
stellar-learn
Stellar classification algoritms.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
tstk
WIP: personal time series toolkit.